
Features a massive marketplace of ready-to-run scrapers, though it operates more as an actor platform than a raw API.

TinyFish records 1,124,952 monthly visits with +199.7% month-over-month growth and Freemium, Contact for Pricing pricing. Trieve records 1,946 monthly visits with -12.4% growth and Contact for Pricing pricing.

Search, discovery and RAG infrastructure for your product
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | tinyfish.ai | trieve.ai |
| Pricing Model | Freemium, Contact for Pricing | Contact for Pricing |
| Monthly Visits | 1.12M (1,124,952) | 1.95K (1,946) |
| MoM Traffic Delta |
| +749.57K (+199.7%) |
| -276 (-12.4%) |
| Primary Market & Share | 🇺🇸 United States (27.4%) | 🌐 Global (—) |
|---|
| Direct Visits / mo | 401.32K | 763 |
|---|
| User Rating | 4.4 | 4.7 |
|---|
| Supported Platforms | Website | Website |
|---|

One API key for agent-grade web search, fetch, browsing and automation
Real browser-rendered search that returns structured JSON with fresh, uncached results from the live web, with no search fee.
Convert any URL into token-efficient Markdown, JSON or HTML, stripping navigation bars, cookie banners and ads before they reach your model.
Full cloud browser sessions with persistent state that you drive with Playwright, Puppeteer or the Chrome DevTools Protocol.
Give an agent a goal in plain English and it navigates, fills forms and returns structured results; monitoring fires alerts when a tracked page or topic changes.

Search, discovery and RAG infrastructure for your product
Combine keyword and vector search so results stay relevant for both exact queries and semantic intent.
Manage documents, chunking and embeddings within the platform instead of building a pipeline from scratch.
Add retrieval-augmented chat over your own content for assistants and knowledge bases.
Inspect search quality with analytics, then tune ranking and relevance based on real queries.

Features a massive marketplace of ready-to-run scrapers, though it operates more as an actor platform than a raw API.

Free / Open-sourceProvides cleaner LLM-ready markdown conversion and crawling, but lacks TinyFish's interactive cloud browser automation capabilities.


Web search API and crawler built for AI agents

Delivers enterprise-grade proxy networks and scraping infrastructure, but involves a steeper learning curve than TinyFish.
AI search and retrieval platform for modern apps and commerce

Free / Open-sourceOne key for 4,100+ agent tools, pay per call
The managed vector database and knowledge engine for production AI

Search foundation built from embeddings, rerankers, and reader APIs

Gives you robust headless browser automation and control, but requires more custom development than managed agent APIs.

SpecialistProvides independent web search and agent grounding, but lacks content fetching and browser automation features.

Free / Open-sourceLightning-fast search engine you can self-host or run in the cloud

Fully managed Vector Lakebase and vector database for enterprise AI, built by the creators of Milvus
Features a massive marketplace of ready-to-run scrapers, though it operates more as an actor platform than a raw API.
Free / Open-sourceProvides cleaner LLM-ready markdown conversion and crawling, but lacks TinyFish's interactive cloud browser automation capabilities.
Delivers enterprise-grade proxy networks and scraping infrastructure, but involves a steeper learning curve than TinyFish.
Gives you robust headless browser automation and control, but requires more custom development than managed agent APIs.
SpecialistProvides independent web search and agent grounding, but lacks content fetching and browser automation features.
Free / Open-sourceLightning-fast search engine you can self-host or run in the cloud
Fully managed Vector Lakebase and vector database for enterprise AI, built by the creators of Milvus